Profiling Report

Dataset statistics

Number of variables	33
Number of observations	199522
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	3172
Duplicate rows (%)	1.6%
Total size in memory	50.2 MiB
Average record size in memory	264.0 B

Variable types

Numeric	10
Categorical	22
Text	1

Alerts

Dataset has 3172 (1.6%) duplicate rows	Duplicates
`edu_inst` is highly imbalanced (74.6%)	Imbalance
`mace` is highly imbalanced (62.2%)	Imbalance
`hispanic` is highly imbalanced (71.7%)	Imbalance
`labor_union` is highly imbalanced (67.5%)	Imbalance
`reason_unemployment` is highly imbalanced (89.9%)	Imbalance
`migration_msa` is highly imbalanced (55.1%)	Imbalance
`migration_reg` is highly imbalanced (52.5%)	Imbalance
`migration_within` is highly imbalanced (54.5%)	Imbalance
`citizen` is highly imbalanced (70.8%)	Imbalance
`person_income` is highly imbalanced (68.0%)	Imbalance
`own_bus` is highly imbalanced (94.5%)	Imbalance
`income` is highly imbalanced (66.4%)	Imbalance
`divdends` is highly skewed (γ1 = 27.78643274)	Skewed
`age` has 2839 (1.4%) zeros	Zeros
`industry_code` has 100683 (50.5%) zeros	Zeros
`occupation_code` has 100683 (50.5%) zeros	Zeros
`wage_per_hour` has 188218 (94.3%) zeros	Zeros
`gains` has 192143 (96.3%) zeros	Zeros
`losses` has 195616 (98.0%) zeros	Zeros
`divdends` has 178381 (89.4%) zeros	Zeros
`person_worked` has 95982 (48.1%) zeros	Zeros
`week_workd` has 95982 (48.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-18 10:35:55.169077
Analysis finished	2024-05-18 10:36:05.279845
Duration	10.11 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

age
Real number (ℝ)

ZEROS

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.494006

Minimum	0
Maximum	90
Zeros	2839
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	33
Q3	50
95-th percentile	75
Maximum	90
Range	90
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	22.310785
Coefficient of variation (CV)	0.64680179
Kurtosis	-0.73279952
Mean	34.494006
Median Absolute Deviation (MAD)	17
Skewness	0.37329807
Sum	6882313
Variance	497.77111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	3489	1.7%
35	3450	1.7%
36	3353	1.7%
31	3351	1.7%
33	3340	1.7%
5	3332	1.7%
4	3318	1.7%
3	3279	1.6%
37	3278	1.6%
38	3277	1.6%
Other values (81)	166055	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2839	1.4%
1	3138	1.6%
2	3236	1.6%
3	3279	1.6%
4	3318	1.7%
5	3332	1.7%
6	3171	1.6%
7	3218	1.6%
8	3187	1.6%
9	3162	1.6%

Value	Count	Frequency (%)
90	725	0.4%
89	195	0.1%
88	241	0.1%
87	301	0.2%
86	348	0.2%
85	423	0.2%
84	519	0.3%
83	561	0.3%
82	615	0.3%
81	720	0.4%

class_of_worker
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	100244
Private	72028
Self-employed-not incorporated	8445
Local government	7784
State government	4227
Other values (4)	6794

Length

Max length	31
Median length	16
Mean length	14.021146
Min length	8

Characters and Unicode

Total characters	2797527
Distinct characters	29
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Self-employed-not incorporated
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Private

Common Values

Value	Count	Frequency (%)
Not in universe	100244	50.2%
Private	72028	36.1%
Self-employed-not incorporated	8445	4.2%
Local government	7784	3.9%
State government	4227	2.1%
Self-employed-incorporated	3265	1.6%
Federal government	2925	1.5%
Never worked	439	0.2%
Without pay	165	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	100244	23.6%
in	100244	23.6%
universe	100244	23.6%
private	72028	17.0%
government	14936	3.5%
self-employed-not	8445	2.0%
incorporated	8445	2.0%
local	7784	1.8%
state	4227	1.0%
self-employed-incorporated	3265	0.8%
Other values (5)	4133	1.0%

Most occurring characters

Value	Count	Frequency (%)
	423995	15.2%
e	360622	12.9%
i	284391	10.2%
n	250515	9.0%
t	216147	7.7%
r	214431	7.7%
v	187647	6.7%
o	167143	6.0%
N	100683	3.6%
u	100409	3.6%
Other values (19)	491544	17.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2150590	76.9%
Space Separator	423995	15.2%
Uppercase Letter	199522	7.1%
Dash Punctuation	23420	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	360622	16.8%
i	284391	13.2%
n	250515	11.6%
t	216147	10.1%
r	214431	10.0%
v	187647	8.7%
o	167143	7.8%
u	100409	4.7%
s	100244	4.7%
a	98839	4.6%
Other values (11)	170202	7.9%

Uppercase Letter

Value	Count	Frequency (%)
N	100683	50.5%
P	72028	36.1%
S	15937	8.0%
L	7784	3.9%
F	2925	1.5%
W	165	0.1%

Space Separator

Value	Count	Frequency (%)
	423995	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23420	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2350112	84.0%
Common	447415	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	360622	15.3%
i	284391	12.1%
n	250515	10.7%
t	216147	9.2%
r	214431	9.1%
v	187647	8.0%
o	167143	7.1%
N	100683	4.3%
u	100409	4.3%
s	100244	4.3%
Other values (17)	367880	15.7%

Common

Value	Count	Frequency (%)
	423995	94.8%
-	23420	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2797527	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	423995	15.2%
e	360622	12.9%
i	284391	10.2%
n	250515	9.0%
t	216147	7.7%
r	214431	7.7%
v	187647	6.7%
o	167143	6.0%
N	100683	3.6%
u	100409	3.6%
Other values (19)	491544	17.6%

industry_code
Real number (ℝ)

ZEROS

Distinct	52
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.352397

Minimum	0
Maximum	51
Zeros	100683
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	33
95-th percentile	44
Maximum	51
Range	51
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	18.067141
Coefficient of variation (CV)	1.1768287
Kurtosis	-1.501116
Mean	15.352397
Median Absolute Deviation (MAD)	0
Skewness	0.51667949
Sum	3063141
Variance	326.4216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	100683	50.5%
33	17070	8.6%
43	8283	4.2%
4	5984	3.0%
42	4683	2.3%
45	4482	2.2%
29	4209	2.1%
37	4022	2.0%
41	3964	2.0%
32	3596	1.8%
Other values (42)	42546	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	100683	50.5%
1	827	0.4%
2	2196	1.1%
3	563	0.3%
4	5984	3.0%
5	553	0.3%
6	554	0.3%
7	422	0.2%
8	550	0.3%
9	993	0.5%

Value	Count	Frequency (%)
51	36	< 0.1%
50	1704	0.9%
49	610	0.3%
48	652	0.3%
47	1644	0.8%
46	187	0.1%
45	4482	2.2%
44	2549	1.3%
43	8283	4.2%
42	4683	2.3%

occupation_code
Real number (ℝ)

ZEROS

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.306613

Minimum	0
Maximum	46
Zeros	100683
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26
95-th percentile	38
Maximum	46
Range	46
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	14.454218
Coefficient of variation (CV)	1.2783862
Kurtosis	-0.89654589
Mean	11.306613
Median Absolute Deviation (MAD)	0
Skewness	0.82923051
Sum	2255918
Variance	208.92442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	100683	50.5%
2	8756	4.4%
26	7887	4.0%
19	5413	2.7%
29	5105	2.6%
36	4145	2.1%
34	4025	2.0%
10	3683	1.8%
16	3445	1.7%
23	3392	1.7%
Other values (37)	52988	26.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	100683	50.5%
1	544	0.3%
2	8756	4.4%
3	3195	1.6%
4	1364	0.7%
5	855	0.4%
6	441	0.2%
7	731	0.4%
8	2151	1.1%
9	738	0.4%

Value	Count	Frequency (%)
46	36	< 0.1%
45	172	0.1%
44	1592	0.8%
43	1382	0.7%
42	1918	1.0%
41	1592	0.8%
40	617	0.3%
39	1017	0.5%
38	3003	1.5%
37	2234	1.1%

education
Categorical

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

High school graduate	48406
Children	47422
Some college but no degree	27820
Bachelors degree(BA AB BS)	19865
7th and 8th grade	8007
Other values (12)	48002

Length

Max length	39
Median length	35
Mean length	19.86398
Min length	9

Characters and Unicode

Total characters	3963301
Distinct characters	47
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Some college but no degree
2nd row	10th grade
3rd row	Children
4th row	Children
5th row	Some college but no degree

Common Values

Value	Count	Frequency (%)
High school graduate	48406	24.3%
Children	47422	23.8%
Some college but no degree	27820	13.9%
Bachelors degree(BA AB BS)	19865	10.0%
7th and 8th grade	8007	4.0%
10th grade	7557	3.8%
11th grade	6876	3.4%
Masters degree(MA MS MEng MEd MSW MBA)	6541	3.3%
9th grade	6230	3.1%
Associates degree-occup /vocational	5358	2.7%
Other values (7)	15440	7.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
school	50199	8.2%
graduate	48406	7.9%
high	48406	7.9%
children	47422	7.7%
grade	36691	6.0%
no	29946	4.9%
degree	29613	4.8%
some	27820	4.5%
college	27820	4.5%
but	27820	4.5%
Other values (42)	239176	39.0%

Most occurring characters

Value	Count	Frequency (%)
	613319	15.5%
e	459560	11.6%
o	247528	6.2%
r	244585	6.2%
g	239230	6.0%
d	225420	5.7%
h	215130	5.4%
a	205650	5.2%
l	180610	4.6%
t	150965	3.8%
Other values (37)	1181304	29.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2803273	70.7%
Space Separator	613319	15.5%
Uppercase Letter	402775	10.2%
Decimal Number	69931	1.8%
Close Punctuation	29462	0.7%
Open Punctuation	29462	0.7%
Dash Punctuation	9721	0.2%
Other Punctuation	5358	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	459560	16.4%
o	247528	8.8%
r	244585	8.7%
g	239230	8.5%
d	225420	8.0%
h	215130	7.7%
a	205650	7.3%
l	180610	6.4%
t	150965	5.4%
c	133668	4.8%
Other values (9)	500927	17.9%

Uppercase Letter

Value	Count	Frequency (%)
B	87794	21.8%
S	62560	15.5%
A	62533	15.5%
M	49373	12.3%
H	48406	12.0%
C	47422	11.8%
E	14345	3.6%
D	12754	3.2%
W	6541	1.6%
L	4405	1.1%
Other values (3)	6642	1.6%

Decimal Number

Value	Count	Frequency (%)
1	26053	37.3%
7	8007	11.4%
8	8007	11.4%
0	7557	10.8%
9	6230	8.9%
2	3925	5.6%
5	3277	4.7%
6	3277	4.7%
3	1799	2.6%
4	1799	2.6%

Space Separator

Value	Count	Frequency (%)
	613319	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	29462	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	29462	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9721	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	5358	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3206048	80.9%
Common	757253	19.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	459560	14.3%
o	247528	7.7%
r	244585	7.6%
g	239230	7.5%
d	225420	7.0%
h	215130	6.7%
a	205650	6.4%
l	180610	5.6%
t	150965	4.7%
c	133668	4.2%
Other values (22)	903702	28.2%

Common

Value	Count	Frequency (%)
	613319	81.0%
)	29462	3.9%
(	29462	3.9%
1	26053	3.4%
-	9721	1.3%
7	8007	1.1%
8	8007	1.1%
0	7557	1.0%
9	6230	0.8%
/	5358	0.7%
Other values (5)	14077	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3963301	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	613319	15.5%
e	459560	11.6%
o	247528	6.2%
r	244585	6.2%
g	239230	6.0%
d	225420	5.7%
h	215130	5.4%
a	205650	5.2%
l	180610	4.6%
t	150965	3.8%
Other values (37)	1181304	29.8%

wage_per_hour
Real number (ℝ)

ZEROS

Distinct	1240
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.427186

Minimum	0
Maximum	9999
Zeros	188218
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	495
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	274.89711
Coefficient of variation (CV)	4.959608
Kurtosis	155.21813
Mean	55.427186
Median Absolute Deviation (MAD)	0
Skewness	8.9350739
Sum	11058943
Variance	75568.424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	188218	94.3%
500	734	0.4%
600	546	0.3%
700	534	0.3%
800	507	0.3%
1000	386	0.2%
425	376	0.2%
900	336	0.2%
550	280	0.1%
1200	256	0.1%
Other values (1230)	7349	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	188218	94.3%
20	1	< 0.1%
70	1	< 0.1%
75	2	< 0.1%
100	11	< 0.1%
110	1	< 0.1%
125	1	< 0.1%
135	1	< 0.1%
143	1	< 0.1%
150	6	< 0.1%

Value	Count	Frequency (%)
9999	1	< 0.1%
9916	1	< 0.1%
9800	2	< 0.1%
9400	2	< 0.1%
9000	1	< 0.1%
8800	1	< 0.1%
8600	1	< 0.1%
8500	1	< 0.1%
8300	1	< 0.1%
8000	4	< 0.1%

edu_inst
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	186942
High school	6892
College or university	5688

Length

Max length	22
Median length	16
Mean length	16.032879
Min length	12

Characters and Unicode

Total characters	3198912
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	High school
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	186942	93.7%
High school	6892	3.5%
College or university	5688	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	186942	31.6%
in	186942	31.6%
universe	186942	31.6%
high	6892	1.2%
school	6892	1.2%
college	5688	1.0%
or	5688	1.0%
university	5688	1.0%

Most occurring characters

Value	Count	Frequency (%)
	591674	18.5%
i	392152	12.3%
e	390948	12.2%
n	379572	11.9%
o	212102	6.6%
s	199522	6.2%
r	198318	6.2%
v	192630	6.0%
u	192630	6.0%
t	192630	6.0%
Other values (8)	256734	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2407716	75.3%
Space Separator	591674	18.5%
Uppercase Letter	199522	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	392152	16.3%
e	390948	16.2%
n	379572	15.8%
o	212102	8.8%
s	199522	8.3%
r	198318	8.2%
v	192630	8.0%
u	192630	8.0%
t	192630	8.0%
l	18268	0.8%
Other values (4)	38944	1.6%

Uppercase Letter

Value	Count	Frequency (%)
N	186942	93.7%
H	6892	3.5%
C	5688	2.9%

Space Separator

Value	Count	Frequency (%)
	591674	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2607238	81.5%
Common	591674	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	392152	15.0%
e	390948	15.0%
n	379572	14.6%
o	212102	8.1%
s	199522	7.7%
r	198318	7.6%
v	192630	7.4%
u	192630	7.4%
t	192630	7.4%
N	186942	7.2%
Other values (7)	69792	2.7%

Common

Value	Count	Frequency (%)
	591674	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3198912	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	591674	18.5%
i	392152	12.3%
e	390948	12.2%
n	379572	11.9%
o	212102	6.6%
s	199522	6.2%
r	198318	6.2%
v	192630	6.0%
u	192630	6.0%
t	192630	6.0%
Other values (8)	256734	8.0%

marital
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Never married	86485
Married-civilian spouse present	84222
Divorced	12710
Widowed	10462
Separated	3460
Other values (2)	2183

Length

Max length	32
Median length	27
Mean length	20.999845
Min length	8

Characters and Unicode

Total characters	4189931
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Divorced
2nd row	Never married
3rd row	Never married
4th row	Never married
5th row	Married-civilian spouse present

Common Values

Value	Count	Frequency (%)
Never married	86485	43.3%
Married-civilian spouse present	84222	42.2%
Divorced	12710	6.4%
Widowed	10462	5.2%
Separated	3460	1.7%
Married-spouse absent	1518	0.8%
Married-A F spouse present	665	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	86485	18.9%
married	86485	18.9%
spouse	84887	18.5%
present	84887	18.5%
married-civilian	84222	18.4%
divorced	12710	2.8%
widowed	10462	2.3%
separated	3460	0.8%
married-spouse	1518	0.3%
absent	1518	0.3%
Other values (2)	1330	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	633649	15.1%
r	533322	12.7%
	457964	10.9%
i	448728	10.7%
a	265550	6.3%
s	259215	6.2%
d	209984	5.0%
v	183417	4.4%
p	174752	4.2%
n	170627	4.1%
Other values (16)	852723	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3444710	82.2%
Space Separator	457964	10.9%
Uppercase Letter	200852	4.8%
Dash Punctuation	86405	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	633649	18.4%
r	533322	15.5%
i	448728	13.0%
a	265550	7.7%
s	259215	7.5%
d	209984	6.1%
v	183417	5.3%
p	174752	5.1%
n	170627	5.0%
o	109577	3.2%
Other values (7)	455889	13.2%

Uppercase Letter

Value	Count	Frequency (%)
N	86485	43.1%
M	86405	43.0%
D	12710	6.3%
W	10462	5.2%
S	3460	1.7%
A	665	0.3%
F	665	0.3%

Space Separator

Value	Count	Frequency (%)
	457964	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	86405	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3645562	87.0%
Common	544369	13.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	633649	17.4%
r	533322	14.6%
i	448728	12.3%
a	265550	7.3%
s	259215	7.1%
d	209984	5.8%
v	183417	5.0%
p	174752	4.8%
n	170627	4.7%
o	109577	3.0%
Other values (14)	656741	18.0%

Common

Value	Count	Frequency (%)
	457964	84.1%
-	86405	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4189931	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	633649	15.1%
r	533322	12.7%
	457964	10.9%
i	448728	10.7%
a	265550	6.3%
s	259215	6.2%
d	209984	5.0%
v	183417	4.4%
p	174752	4.2%
n	170627	4.1%
Other values (16)	852723	20.4%

mace
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

White	167364
Black	20415
Asian or Pacific Islander	5835
Other	3657
Amer Indian Aleut or Eskimo	2251

Length

Max length	28
Median length	6
Mean length	6.8331011
Min length	6

Characters and Unicode

Total characters	1363354
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	White
2nd row	Asian or Pacific Islander
3rd row	White
4th row	White
5th row	Amer Indian Aleut or Eskimo

Common Values

Value	Count	Frequency (%)
White	167364	83.9%
Black	20415	10.2%
Asian or Pacific Islander	5835	2.9%
Other	3657	1.8%
Amer Indian Aleut or Eskimo	2251	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
white	167364	74.0%
black	20415	9.0%
or	8086	3.6%
asian	5835	2.6%
pacific	5835	2.6%
islander	5835	2.6%
other	3657	1.6%
amer	2251	1.0%
indian	2251	1.0%
aleut	2251	1.0%

Most occurring characters

Value	Count	Frequency (%)
	226031	16.6%
i	189371	13.9%
e	181358	13.3%
t	173272	12.7%
h	171021	12.5%
W	167364	12.3%
a	40171	2.9%
c	32085	2.4%
l	28501	2.1%
k	22666	1.7%
Other values (14)	131514	9.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	919378	67.4%
Space Separator	226031	16.6%
Uppercase Letter	217945	16.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	189371	20.6%
e	181358	19.7%
t	173272	18.8%
h	171021	18.6%
a	40171	4.4%
c	32085	3.5%
l	28501	3.1%
k	22666	2.5%
r	19829	2.2%
n	16172	1.8%
Other values (6)	44932	4.9%

Uppercase Letter

Value	Count	Frequency (%)
W	167364	76.8%
B	20415	9.4%
A	10337	4.7%
I	8086	3.7%
P	5835	2.7%
O	3657	1.7%
E	2251	1.0%

Space Separator

Value	Count	Frequency (%)
	226031	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1137323	83.4%
Common	226031	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	189371	16.7%
e	181358	15.9%
t	173272	15.2%
h	171021	15.0%
W	167364	14.7%
a	40171	3.5%
c	32085	2.8%
l	28501	2.5%
k	22666	2.0%
B	20415	1.8%
Other values (13)	111099	9.8%

Common

Value	Count	Frequency (%)
	226031	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1363354	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	226031	16.6%
i	189371	13.9%
e	181358	13.3%
t	173272	12.7%
h	171021	12.5%
W	167364	12.3%
a	40171	2.9%
c	32085	2.4%
l	28501	2.1%
k	22666	1.7%
Other values (14)	131514	9.6%

hispanic
Categorical

IMBALANCE

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

All other	171906
Mexican-American	8079
Mexican (Mexicano)	7234
Central or South American	3895
Puerto Rican	3313
Other values (5)	5095

Length

Max length	26
Median length	10
Mean length	10.968515
Min length	3

Characters and Unicode

Total characters	2188460
Distinct characters	31
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	All other
2nd row	All other
3rd row	All other
4th row	All other
5th row	All other

Common Values

Value	Count	Frequency (%)
All other	171906	86.2%
Mexican-American	8079	4.0%
Mexican (Mexicano)	7234	3.6%
Central or South American	3895	2.0%
Puerto Rican	3313	1.7%
Other Spanish	2485	1.2%
Cuban	1126	0.6%
NA	874	0.4%
Do not know	306	0.2%
Chicano	304	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
other	174391	44.0%
all	171906	43.3%
mexican-american	8079	2.0%
mexican	7234	1.8%
mexicano	7234	1.8%
central	3895	1.0%
or	3895	1.0%
south	3895	1.0%
american	3895	1.0%
rican	3313	0.8%
Other values (8)	9020	2.3%

Most occurring characters

Value	Count	Frequency (%)
	396757	18.1%
l	347707	15.9%
e	216120	9.9%
r	197468	9.0%
o	191465	8.7%
t	185800	8.5%
A	184754	8.4%
h	181075	8.3%
n	46256	2.1%
a	45644	2.1%
Other values (21)	195414	8.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1539859	70.4%
Space Separator	396757	18.1%
Uppercase Letter	229297	10.5%
Dash Punctuation	8079	0.4%
Open Punctuation	7234	0.3%
Close Punctuation	7234	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	347707	22.6%
e	216120	14.0%
r	197468	12.8%
o	191465	12.4%
t	185800	12.1%
h	181075	11.8%
n	46256	3.0%
a	45644	3.0%
i	40623	2.6%
c	38138	2.5%
Other values (8)	49563	3.2%

Uppercase Letter

Value	Count	Frequency (%)
A	184754	80.6%
M	22547	9.8%
S	6380	2.8%
C	5325	2.3%
P	3313	1.4%
R	3313	1.4%
O	2485	1.1%
N	874	0.4%
D	306	0.1%

Space Separator

Value	Count	Frequency (%)
	396757	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8079	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7234	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7234	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1769156	80.8%
Common	419304	19.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	347707	19.7%
e	216120	12.2%
r	197468	11.2%
o	191465	10.8%
t	185800	10.5%
A	184754	10.4%
h	181075	10.2%
n	46256	2.6%
a	45644	2.6%
i	40623	2.3%
Other values (17)	132244	7.5%

Common

Value	Count	Frequency (%)
	396757	94.6%
-	8079	1.9%
(	7234	1.7%
)	7234	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2188460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	396757	18.1%
l	347707	15.9%
e	216120	9.9%
r	197468	9.0%
o	191465	8.7%
t	185800	8.5%
A	184754	8.4%
h	181075	8.3%
n	46256	2.1%
a	45644	2.1%
Other values (21)	195414	8.9%

sex
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Female	103983
Male	95539

Length

Max length	7
Median length	7
Mean length	6.0423211
Min length	5

Characters and Unicode

Total characters	1205576
Distinct characters	7
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Female
3rd row	Female
4th row	Female
5th row	Female

Common Values

Value	Count	Frequency (%)
Female	103983	52.1%
Male	95539	47.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
female	103983	52.1%
male	95539	47.9%

Most occurring characters

Value	Count	Frequency (%)
e	303505	25.2%
	199522	16.5%
a	199522	16.5%
l	199522	16.5%
F	103983	8.6%
m	103983	8.6%
M	95539	7.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	806532	66.9%
Space Separator	199522	16.5%
Uppercase Letter	199522	16.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	303505	37.6%
a	199522	24.7%
l	199522	24.7%
m	103983	12.9%

Uppercase Letter

Value	Count	Frequency (%)
F	103983	52.1%
M	95539	47.9%

Space Separator

Value	Count	Frequency (%)
	199522	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1006054	83.5%
Common	199522	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	303505	30.2%
a	199522	19.8%
l	199522	19.8%
F	103983	10.3%
m	103983	10.3%
M	95539	9.5%

Common

Value	Count	Frequency (%)
	199522	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1205576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	303505	25.2%
	199522	16.5%
a	199522	16.5%
l	199522	16.5%
F	103983	8.6%
m	103983	8.6%
M	95539	7.9%

labor_union
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	180458
No	16034
Yes	3030

Length

Max length	16
Median length	16
Mean length	14.773058
Min length	3

Characters and Unicode

Total characters	2947550
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	No

Common Values

Value	Count	Frequency (%)
Not in universe	180458	90.4%
No	16034	8.0%
Yes	3030	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	180458	32.2%
in	180458	32.2%
universe	180458	32.2%
no	16034	2.9%
yes	3030	0.5%

Most occurring characters

Value	Count	Frequency (%)
	560438	19.0%
e	363946	12.3%
i	360916	12.2%
n	360916	12.2%
N	196492	6.7%
o	196492	6.7%
s	183488	6.2%
t	180458	6.1%
u	180458	6.1%
v	180458	6.1%
Other values (2)	183488	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2187590	74.2%
Space Separator	560438	19.0%
Uppercase Letter	199522	6.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	363946	16.6%
i	360916	16.5%
n	360916	16.5%
o	196492	9.0%
s	183488	8.4%
t	180458	8.2%
u	180458	8.2%
v	180458	8.2%
r	180458	8.2%

Uppercase Letter

Value	Count	Frequency (%)
N	196492	98.5%
Y	3030	1.5%

Space Separator

Value	Count	Frequency (%)
	560438	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2387112	81.0%
Common	560438	19.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	363946	15.2%
i	360916	15.1%
n	360916	15.1%
N	196492	8.2%
o	196492	8.2%
s	183488	7.7%
t	180458	7.6%
u	180458	7.6%
v	180458	7.6%
r	180458	7.6%

Common

Value	Count	Frequency (%)
	560438	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2947550	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	560438	19.0%
e	363946	12.3%
i	360916	12.2%
n	360916	12.2%
N	196492	6.7%
o	196492	6.7%
s	183488	6.2%
t	180458	6.1%
u	180458	6.1%
v	180458	6.1%
Other values (2)	183488	6.2%

reason_unemployment
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	193452
Other job loser	2038
Re-entrant	2019
Job loser - on layoff	976
Job leaver	598

Length

Max length	22
Median length	16
Mean length	15.954967
Min length	11

Characters and Unicode

Total characters	3183367
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	193452	97.0%
Other job loser	2038	1.0%
Re-entrant	2019	1.0%
Job loser - on layoff	976	0.5%
Job leaver	598	0.3%
New entrant	439	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	193452	32.5%
in	193452	32.5%
universe	193452	32.5%
job	3612	0.6%
loser	3014	0.5%
other	2038	0.3%
re-entrant	2019	0.3%
	976	0.2%
on	976	0.2%
layoff	976	0.2%
Other values (3)	1476	0.2%

Most occurring characters

Value	Count	Frequency (%)
	595443	18.7%
e	398068	12.5%
n	392796	12.3%
i	386904	12.2%
o	202030	6.3%
r	201560	6.3%
t	200406	6.3%
s	196466	6.2%
v	194050	6.1%
N	193891	6.1%
Other values (13)	221753	7.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2385407	74.9%
Space Separator	595443	18.7%
Uppercase Letter	199522	6.3%
Dash Punctuation	2995	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	398068	16.7%
n	392796	16.5%
i	386904	16.2%
o	202030	8.5%
r	201560	8.4%
t	200406	8.4%
s	196466	8.2%
v	194050	8.1%
u	193452	8.1%
l	4588	0.2%
Other values (7)	15087	0.6%

Uppercase Letter

Value	Count	Frequency (%)
N	193891	97.2%
O	2038	1.0%
R	2019	1.0%
J	1574	0.8%

Space Separator

Value	Count	Frequency (%)
	595443	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2995	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2584929	81.2%
Common	598438	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	398068	15.4%
n	392796	15.2%
i	386904	15.0%
o	202030	7.8%
r	201560	7.8%
t	200406	7.8%
s	196466	7.6%
v	194050	7.5%
N	193891	7.5%
u	193452	7.5%
Other values (11)	25306	1.0%

Common

Value	Count	Frequency (%)
	595443	99.5%
-	2995	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3183367	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	595443	18.7%
e	398068	12.5%
n	392796	12.3%
i	386904	12.2%
o	202030	6.3%
r	201560	6.3%
t	200406	6.3%
s	196466	6.2%
v	194050	6.1%
N	193891	6.1%
Other values (13)	221753	7.0%

employment_type
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Children or Armed Forces	123769
Full-time schedules	40736
Not in labor force	26807
PT for non-econ reasons usually FT	3322
Unemployed full-time	2311
Other values (3)	2577

Length

Max length	35
Median length	25
Mean length	23.33266
Min length	19

Characters and Unicode

Total characters	4655379
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Children or Armed Forces
2nd row	Not in labor force
3rd row	Children or Armed Forces
4th row	Children or Armed Forces
5th row	Full-time schedules

Common Values

Value	Count	Frequency (%)
Children or Armed Forces	123769	62.0%
Full-time schedules	40736	20.4%
Not in labor force	26807	13.4%
PT for non-econ reasons usually FT	3322	1.7%
Unemployed full-time	2311	1.2%
PT for econ reasons usually PT	1209	0.6%
Unemployed part- time	843	0.4%
PT for econ reasons usually FT	525	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
children	123769	17.2%
or	123769	17.2%
armed	123769	17.2%
forces	123769	17.2%
full-time	43047	6.0%
schedules	40736	5.6%
not	26807	3.7%
in	26807	3.7%
labor	26807	3.7%
force	26807	3.7%
Other values (10)	35176	4.9%

Most occurring characters

Value	Count	Frequency (%)
	721263	15.5%
r	559645	12.0%
e	539896	11.6%
o	349603	7.5%
d	291428	6.3%
l	290672	6.2%
s	220409	4.7%
c	196368	4.2%
i	194466	4.2%
m	170813	3.7%
Other values (17)	1120816	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3424676	73.6%
Space Separator	721263	15.5%
Uppercase Letter	462228	9.9%
Dash Punctuation	47212	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	559645	16.3%
e	539896	15.8%
o	349603	10.2%
d	291428	8.5%
l	290672	8.5%
s	220409	6.4%
c	196368	5.7%
i	194466	5.7%
m	170813	5.0%
n	170486	5.0%
Other values (8)	440890	12.9%

Uppercase Letter

Value	Count	Frequency (%)
F	168352	36.4%
A	123769	26.8%
C	123769	26.8%
N	26807	5.8%
T	10112	2.2%
P	6265	1.4%
U	3154	0.7%

Space Separator

Value	Count	Frequency (%)
	721263	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	47212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3886904	83.5%
Common	768475	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	559645	14.4%
e	539896	13.9%
o	349603	9.0%
d	291428	7.5%
l	290672	7.5%
s	220409	5.7%
c	196368	5.1%
i	194466	5.0%
m	170813	4.4%
n	170486	4.4%
Other values (15)	903118	23.2%

Common

Value	Count	Frequency (%)
	721263	93.9%
-	47212	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4655379	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	721263	15.5%
r	559645	12.0%
e	539896	11.6%
o	349603	7.5%
d	291428	6.3%
l	290672	6.2%
s	220409	4.7%
c	196368	4.2%
i	194466	4.2%
m	170813	3.7%
Other values (17)	1120816	24.1%

gains
Real number (ℝ)

ZEROS

Distinct	132
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	434.72117

Minimum	0
Maximum	99999
Zeros	192143
Zeros (%)	96.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4697.543
Coefficient of variation (CV)	10.805876
Kurtosis	393.06085
Mean	434.72117
Median Absolute Deviation (MAD)	0
Skewness	18.990775
Sum	86736437
Variance	22066910
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	192143	96.3%
15024	788	0.4%
7688	609	0.3%
7298	582	0.3%
99999	390	0.2%
3103	237	0.1%
5178	207	0.1%
5013	158	0.1%
4386	151	0.1%
3325	121	0.1%
Other values (122)	4136	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	192143	96.3%
114	11	< 0.1%
401	33	< 0.1%
594	88	< 0.1%
914	17	< 0.1%
991	59	< 0.1%
1055	69	< 0.1%
1086	81	< 0.1%
1090	2	< 0.1%
1111	4	< 0.1%

Value	Count	Frequency (%)
99999	390	0.2%
41310	2	< 0.1%
34095	11	< 0.1%
27828	94	< 0.1%
25236	23	< 0.1%
25124	18	< 0.1%
22040	2	< 0.1%
20051	91	< 0.1%
18481	14	< 0.1%
15831	16	< 0.1%

losses
Real number (ℝ)

ZEROS

Distinct	113
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.313975

Minimum	0
Maximum	4608
Zeros	195616
Zeros (%)	98.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4608
Range	4608
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	271.8971
Coefficient of variation (CV)	7.2867362
Kurtosis	61.6326
Mean	37.313975
Median Absolute Deviation (MAD)	0
Skewness	7.6325446
Sum	7444959
Variance	73928.031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	195616	98.0%
1902	407	0.2%
1977	381	0.2%
1887	364	0.2%
1602	193	0.1%
2415	122	0.1%
1485	95	< 0.1%
1848	88	< 0.1%
1876	87	< 0.1%
1672	85	< 0.1%
Other values (103)	2084	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	195616	98.0%
155	1	< 0.1%
213	10	< 0.1%
323	10	< 0.1%
419	29	< 0.1%
625	25	< 0.1%
653	7	< 0.1%
772	5	< 0.1%
810	5	< 0.1%
880	9	< 0.1%

Value	Count	Frequency (%)
4608	4	< 0.1%
4356	30	< 0.1%
3900	2	< 0.1%
3770	5	< 0.1%
3683	4	< 0.1%
3500	10	< 0.1%
3175	8	< 0.1%
3004	11	< 0.1%
2824	27	< 0.1%
2788	7	< 0.1%

divdends
Real number (ℝ)

SKEWED ZEROS

Distinct	1478
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.53052

Minimum	0
Maximum	99999
Zeros	178381
Zeros (%)	89.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	400
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1984.1686
Coefficient of variation (CV)	10.044871
Kurtosis	1090.5583
Mean	197.53052
Median Absolute Deviation (MAD)	0
Skewness	27.786433
Sum	39411685
Variance	3936925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178381	89.4%
100	1148	0.6%
500	1030	0.5%
1000	894	0.4%
200	866	0.4%
50	832	0.4%
2000	574	0.3%
250	555	0.3%
150	549	0.3%
300	523	0.3%
Other values (1468)	14170	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	178381	89.4%
1	472	0.2%
2	193	0.1%
3	129	0.1%
4	75	< 0.1%
5	179	0.1%
6	100	0.1%
7	93	< 0.1%
8	94	< 0.1%
9	56	< 0.1%

Value	Count	Frequency (%)
99999	25	< 0.1%
95095	1	< 0.1%
75000	5	< 0.1%
70000	3	< 0.1%
66621	2	< 0.1%
60000	7	< 0.1%
57678	1	< 0.1%
55000	1	< 0.1%
54600	2	< 0.1%
54500	2	< 0.1%

liability
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Nonfiler	75093
Joint both under 65	67383
Single	37421
Joint both 65+	8332
Head of household	7426

Length

Max length	29
Median length	20
Mean length	13.312993
Min length	7

Characters and Unicode

Total characters	2656235
Distinct characters	24
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Head of household
2nd row	Nonfiler
3rd row	Nonfiler
4th row	Nonfiler
5th row	Joint both under 65

Common Values

Value	Count	Frequency (%)
Nonfiler	75093	37.6%
Joint both under 65	67383	33.8%
Single	37421	18.8%
Joint both 65+	8332	4.2%
Head of household	7426	3.7%
Joint one under 65 & one 65+	3867	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
65	83449	18.3%
joint	79582	17.4%
both	75715	16.6%
nonfiler	75093	16.5%
under	71250	15.6%
single	37421	8.2%
one	7734	1.7%
head	7426	1.6%
of	7426	1.6%
household	7426	1.6%

Most occurring characters

Value	Count	Frequency (%)
	456389	17.2%
n	271080	10.2%
o	260402	9.8%
e	206350	7.8%
i	192096	7.2%
t	155297	5.8%
r	146343	5.5%
l	119940	4.5%
h	90567	3.4%
d	86102	3.2%
Other values (14)	671669	25.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1817360	68.4%
Space Separator	456389	17.2%
Uppercase Letter	199522	7.5%
Decimal Number	166898	6.3%
Math Symbol	12199	0.5%
Other Punctuation	3867	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	271080	14.9%
o	260402	14.3%
e	206350	11.4%
i	192096	10.6%
t	155297	8.5%
r	146343	8.1%
l	119940	6.6%
h	90567	5.0%
d	86102	4.7%
f	82519	4.5%
Other values (5)	206664	11.4%

Uppercase Letter

Value	Count	Frequency (%)
J	79582	39.9%
N	75093	37.6%
S	37421	18.8%
H	7426	3.7%

Decimal Number

Value	Count	Frequency (%)
6	83449	50.0%
5	83449	50.0%

Space Separator

Value	Count	Frequency (%)
	456389	100.0%

Math Symbol

Value	Count	Frequency (%)
+	12199	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	3867	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2016882	75.9%
Common	639353	24.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	271080	13.4%
o	260402	12.9%
e	206350	10.2%
i	192096	9.5%
t	155297	7.7%
r	146343	7.3%
l	119940	5.9%
h	90567	4.5%
d	86102	4.3%
f	82519	4.1%
Other values (9)	406186	20.1%

Common

Value	Count	Frequency (%)
	456389	71.4%
6	83449	13.1%
5	83449	13.1%
+	12199	1.9%
&	3867	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2656235	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	456389	17.2%
n	271080	10.2%
o	260402	9.8%
e	206350	7.8%
i	192096	7.2%
t	155297	5.8%
r	146343	5.5%
l	119940	4.5%
h	90567	3.4%
d	86102	3.2%
Other values (14)	671669	25.3%

state_residence
Text

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Length

Max length	21
Median length	16
Mean length	15.456872
Min length	2

Characters and Unicode

Total characters	3083986
Distinct characters	46
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Arkansas
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Value	Count	Frequency (%)
not	183749	32.2%
universe	183749	32.2%
in	183749	32.2%
california	1714	0.3%
north	1311	0.2%
utah	1063	0.2%
new	975	0.2%
carolina	907	0.2%
florida	849	0.1%
	708	0.1%
Other values (46)	11228	2.0%

Most occurring characters

Value	Count	Frequency (%)
	570002	18.5%
i	380322	12.3%
n	377216	12.2%
e	373182	12.1%
o	195444	6.3%
r	192089	6.2%
s	189329	6.1%
t	189229	6.1%
N	186387	6.0%
u	184977	6.0%
Other values (36)	245809	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2311596	75.0%
Space Separator	570002	18.5%
Uppercase Letter	201680	6.5%
Other Punctuation	708	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	380322	16.5%
n	377216	16.3%
e	373182	16.1%
o	195444	8.5%
r	192089	8.3%
s	189329	8.2%
t	189229	8.2%
u	184977	8.0%
v	184122	8.0%
a	19048	0.8%
Other values (14)	26638	1.2%

Uppercase Letter

Value	Count	Frequency (%)
N	186387	92.4%
C	3093	1.5%
M	2539	1.3%
A	1625	0.8%
O	1073	0.5%
U	1063	0.5%
I	933	0.5%
F	849	0.4%
D	826	0.4%
W	577	0.3%
Other values (10)	2715	1.3%

Space Separator

Value	Count	Frequency (%)
	570002	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	708	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2513276	81.5%
Common	570710	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	380322	15.1%
n	377216	15.0%
e	373182	14.8%
o	195444	7.8%
r	192089	7.6%
s	189329	7.5%
t	189229	7.5%
N	186387	7.4%
u	184977	7.4%
v	184122	7.3%
Other values (34)	60979	2.4%

Common

Value	Count	Frequency (%)
	570002	99.9%
?	708	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3083986	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	570002	18.5%
i	380322	12.3%
n	377216	12.2%
e	373182	12.1%
o	195444	6.3%
r	192089	6.2%
s	189329	6.1%
t	189229	6.1%
N	186387	6.0%
u	184977	6.0%
Other values (36)	245809	8.0%

household_summary
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Householder	75475
Child under 18 never married	50426
Spouse of householder	41709
Child 18 or older	14430
Other relative of householder	9702
Other values (3)	7780

Length

Max length	37
Median length	30
Mean length	20.287883
Min length	12

Characters and Unicode

Total characters	4047879
Distinct characters	29
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Householder
2nd row	Child 18 or older
3rd row	Child under 18 never married
4th row	Child under 18 never married
5th row	Spouse of householder

Common Values

Value	Count	Frequency (%)
Householder	75475	37.8%
Child under 18 never married	50426	25.3%
Spouse of householder	41709	20.9%
Child 18 or older	14430	7.2%
Other relative of householder	9702	4.9%
Nonrelative of householder	7601	3.8%
Group Quarters- Secondary individual	132	0.1%
Child under 18 ever married	47	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
householder	134487	23.5%
child	64903	11.3%
18	64903	11.3%
of	59012	10.3%
under	50473	8.8%
married	50473	8.8%
never	50426	8.8%
spouse	41709	7.3%
older	14430	2.5%
or	14430	2.5%
Other values (8)	27580	4.8%

Most occurring characters

Value	Count	Frequency (%)
	572826	14.2%
e	571577	14.1%
o	406420	10.0%
r	392772	9.7%
d	315162	7.8%
h	268104	6.6%
l	231255	5.7%
u	227065	5.6%
s	176328	4.4%
i	133075	3.3%
Other values (19)	753295	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3145329	77.7%
Space Separator	572826	14.2%
Uppercase Letter	199786	4.9%
Decimal Number	129806	3.2%
Dash Punctuation	132	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	571577	18.2%
o	406420	12.9%
r	392772	12.5%
d	315162	10.0%
h	268104	8.5%
l	231255	7.4%
u	227065	7.2%
s	176328	5.6%
i	133075	4.2%
n	108764	3.5%
Other values (8)	314807	10.0%

Uppercase Letter

Value	Count	Frequency (%)
H	75475	37.8%
C	64903	32.5%
S	41841	20.9%
O	9702	4.9%
N	7601	3.8%
G	132	0.1%
Q	132	0.1%

Decimal Number

Value	Count	Frequency (%)
8	64903	50.0%
1	64903	50.0%

Space Separator

Value	Count	Frequency (%)
	572826	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	132	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3345115	82.6%
Common	702764	17.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	571577	17.1%
o	406420	12.1%
r	392772	11.7%
d	315162	9.4%
h	268104	8.0%
l	231255	6.9%
u	227065	6.8%
s	176328	5.3%
i	133075	4.0%
n	108764	3.3%
Other values (15)	514593	15.4%

Common

Value	Count	Frequency (%)
	572826	81.5%
8	64903	9.2%
1	64903	9.2%
-	132	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4047879	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	572826	14.2%
e	571577	14.1%
o	406420	10.0%
r	392772	9.7%
d	315162	7.8%
h	268104	6.6%
l	231255	5.7%
u	227065	5.6%
s	176328	4.4%
i	133075	3.3%
Other values (19)	753295	18.6%

instance_weight
Real number (ℝ)

Distinct	99800
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1740.3805

Minimum	37.87
Maximum	18656.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	37.87
5-th percentile	395.341
Q1	1061.6075
median	1618.31
Q3	2188.61
95-th percentile	3585.9095
Maximum	18656.3
Range	18618.43
Interquartile range (IQR)	1127.0025

Descriptive statistics

Standard deviation	993.77064
Coefficient of variation (CV)	0.5710077
Kurtosis	5.4124708
Mean	1740.3805
Median Absolute Deviation (MAD)	561.465
Skewness	1.432729
Sum	3.4724419 × 10⁸
Variance	987580.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1191.21	32	< 0.1%
753.23	32	< 0.1%
1787.34	32	< 0.1%
1601.4	32	< 0.1%
1317.51	31	< 0.1%
707.9	31	< 0.1%
1070.15	30	< 0.1%
1002.02	28	< 0.1%
1839.19	28	< 0.1%
1033.83	28	< 0.1%
Other values (99790)	199218	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.87	1	< 0.1%
39.11	1	< 0.1%
40.67	2	< 0.1%
42.82	2	< 0.1%
43.26	3	< 0.1%
45.74	2	< 0.1%
47.83	6	< 0.1%
49.82	2	< 0.1%
52.43	1	< 0.1%
52.46	4	< 0.1%

Value	Count	Frequency (%)
18656.3	1	< 0.1%
16349.2	1	< 0.1%
13911.5	1	< 0.1%
13145.1	1	< 0.1%
13114.2	1	< 0.1%
12960.2	1	< 0.1%
12399.9	1	< 0.1%
12184.5	1	< 0.1%
11958.4	1	< 0.1%
11863	1	< 0.1%

migration_msa
Categorical

IMBALANCE

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99695
Nonmover	82538
MSA to MSA	10601
NonMSA to nonMSA	2811
Not in universe	1516
Other values (5)	2361

Length

Max length	17
Median length	16
Mean length	5.8412055
Min length	2

Characters and Unicode

Total characters	1165449
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MSA to MSA
2nd row	?
3rd row	Nonmover
4th row	Nonmover
5th row	?

Common Values

Value	Count	Frequency (%)
?	99695	50.0%
Nonmover	82538	41.4%
MSA to MSA	10601	5.3%
NonMSA to nonMSA	2811	1.4%
Not in universe	1516	0.8%
MSA to nonMSA	790	0.4%
NonMSA to MSA	615	0.3%
Abroad to MSA	453	0.2%
Not identifiable	430	0.2%
Abroad to nonMSA	73	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	99695	42.7%
nonmover	82538	35.3%
msa	23060	9.9%
to	15343	6.6%
nonmsa	7100	3.0%
not	1946	0.8%
in	1516	0.6%
universe	1516	0.6%
abroad	526	0.2%
identifiable	430	0.2%

Most occurring characters

Value	Count	Frequency (%)
	233670	20.0%
o	189991	16.3%
?	99695	8.6%
n	96774	8.3%
N	87910	7.5%
e	86430	7.4%
r	84580	7.3%
v	84054	7.2%
m	82538	7.1%
A	30686	2.6%
Other values (11)	89121	7.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	653168	56.0%
Space Separator	233670	20.0%
Uppercase Letter	178916	15.4%
Other Punctuation	99695	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	189991	29.1%
n	96774	14.8%
e	86430	13.2%
r	84580	12.9%
v	84054	12.9%
m	82538	12.6%
t	17719	2.7%
i	4322	0.7%
u	1516	0.2%
s	1516	0.2%
Other values (5)	3728	0.6%

Uppercase Letter

Value	Count	Frequency (%)
N	87910	49.1%
A	30686	17.2%
S	30160	16.9%
M	30160	16.9%

Space Separator

Value	Count	Frequency (%)
	233670	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99695	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	832084	71.4%
Common	333365	28.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	189991	22.8%
n	96774	11.6%
N	87910	10.6%
e	86430	10.4%
r	84580	10.2%
v	84054	10.1%
m	82538	9.9%
A	30686	3.7%
S	30160	3.6%
M	30160	3.6%
Other values (9)	28801	3.5%

Common

Value	Count	Frequency (%)
	233670	70.1%
?	99695	29.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1165449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	233670	20.0%
o	189991	16.3%
?	99695	8.6%
n	96774	8.3%
N	87910	7.5%
e	86430	7.4%
r	84580	7.3%
v	84054	7.2%
m	82538	7.1%
A	30686	2.6%
Other values (11)	89121	7.6%

migration_reg
Categorical

IMBALANCE

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99695
Nonmover	82538
Same county	9812
Different county same state	2797
Not in universe	1516
Other values (4)	3164

Length

Max length	31
Median length	30
Mean length	6.1668839
Min length	2

Characters and Unicode

Total characters	1230429
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Same county
2nd row	?
3rd row	Nonmover
4th row	Nonmover
5th row	?

Common Values

Value	Count	Frequency (%)
?	99695	50.0%
Nonmover	82538	41.4%
Same county	9812	4.9%
Different county same state	2797	1.4%
Not in universe	1516	0.8%
Different region	1178	0.6%
Different state same division	991	0.5%
Abroad	530	0.3%
Different division same region	465	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	99695	44.1%
nonmover	82538	36.5%
same	14065	6.2%
county	12609	5.6%
different	5431	2.4%
state	3788	1.7%
region	1643	0.7%
not	1516	0.7%
in	1516	0.7%
universe	1516	0.7%
Other values (2)	1986	0.9%

Most occurring characters

Value	Count	Frequency (%)
	226303	18.4%
o	182830	14.9%
e	115928	9.4%
n	106709	8.7%
?	99695	8.1%
m	96603	7.9%
r	91658	7.4%
v	85510	6.9%
N	84054	6.8%
t	27132	2.2%
Other values (13)	114007	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	804604	65.4%
Space Separator	226303	18.4%
Uppercase Letter	99827	8.1%
Other Punctuation	99695	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	182830	22.7%
e	115928	14.4%
n	106709	13.3%
m	96603	12.0%
r	91658	11.4%
v	85510	10.6%
t	27132	3.4%
a	18383	2.3%
i	14474	1.8%
u	14125	1.8%
Other values (7)	51252	6.4%

Uppercase Letter

Value	Count	Frequency (%)
N	84054	84.2%
S	9812	9.8%
D	5431	5.4%
A	530	0.5%

Space Separator

Value	Count	Frequency (%)
	226303	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99695	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	904431	73.5%
Common	325998	26.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	182830	20.2%
e	115928	12.8%
n	106709	11.8%
m	96603	10.7%
r	91658	10.1%
v	85510	9.5%
N	84054	9.3%
t	27132	3.0%
a	18383	2.0%
i	14474	1.6%
Other values (11)	81150	9.0%

Common

Value	Count	Frequency (%)
	226303	69.4%
?	99695	30.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1230429	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	226303	18.4%
o	182830	14.9%
e	115928	9.4%
n	106709	8.7%
?	99695	8.1%
m	96603	7.9%
r	91658	7.4%
v	85510	6.9%
N	84054	6.8%
t	27132	2.2%
Other values (13)	114007	9.3%

migration_within
Categorical

IMBALANCE

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99695
Nonmover	82538
Same county	9812
Different county same state	2797
Not in universe	1516
Other values (5)	3164

Length

Max length	29
Median length	28
Mean length	6.1860597
Min length	2

Characters and Unicode

Total characters	1234255
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Same county
2nd row	?
3rd row	Nonmover
4th row	Nonmover
5th row	?

Common Values

Value	Count	Frequency (%)
?	99695	50.0%
Nonmover	82538	41.4%
Same county	9812	4.9%
Different county same state	2797	1.4%
Not in universe	1516	0.8%
Different state in South	973	0.5%
Different state in West	679	0.3%
Different state in Midwest	551	0.3%
Abroad	530	0.3%
Different state in Northeast	431	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	99695	43.6%
nonmover	82538	36.1%
same	12609	5.5%
county	12609	5.5%
different	5431	2.4%
state	5431	2.4%
in	4150	1.8%
not	1516	0.7%
universe	1516	0.7%
south	973	0.4%
Other values (4)	2191	1.0%

Most occurring characters

Value	Count	Frequency (%)
	228659	18.5%
o	181135	14.7%
e	116133	9.4%
n	106244	8.6%
?	99695	8.1%
m	95147	7.7%
r	90446	7.3%
N	84485	6.8%
v	84054	6.8%
t	33483	2.7%
Other values (16)	114774	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	803440	65.1%
Space Separator	228659	18.5%
Uppercase Letter	102461	8.3%
Other Punctuation	99695	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	181135	22.5%
e	116133	14.5%
n	106244	13.2%
m	95147	11.8%
r	90446	11.3%
v	84054	10.5%
t	33483	4.2%
a	19001	2.4%
u	15098	1.9%
c	12609	1.6%
Other values (8)	50090	6.2%

Uppercase Letter

Value	Count	Frequency (%)
N	84485	82.5%
S	10785	10.5%
D	5431	5.3%
W	679	0.7%
M	551	0.5%
A	530	0.5%

Space Separator

Value	Count	Frequency (%)
	228659	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99695	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	905901	73.4%
Common	328354	26.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	181135	20.0%
e	116133	12.8%
n	106244	11.7%
m	95147	10.5%
r	90446	10.0%
N	84485	9.3%
v	84054	9.3%
t	33483	3.7%
a	19001	2.1%
u	15098	1.7%
Other values (14)	80675	8.9%

Common

Value	Count	Frequency (%)
	228659	69.6%
?	99695	30.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1234255	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	228659	18.5%
o	181135	14.7%
e	116133	9.4%
n	106244	8.6%
?	99695	8.1%
m	95147	7.7%
r	90446	7.3%
N	84485	6.8%
v	84054	6.8%
t	33483	2.7%
Other values (16)	114774	9.3%

live_one_year
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe under 1 year old	101211
Yes	82538
No	15773

Length

Max length	33
Median length	33
Mean length	18.6317
Min length	3

Characters and Unicode

Total characters	3717434
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Not in universe under 1 year old
3rd row	Yes
4th row	Yes
5th row	Not in universe under 1 year old

Common Values

Value	Count	Frequency (%)
Not in universe under 1 year old	101211	50.7%
Yes	82538	41.4%
No	15773	7.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	101211	12.5%
in	101211	12.5%
universe	101211	12.5%
under	101211	12.5%
1	101211	12.5%
year	101211	12.5%
old	101211	12.5%
yes	82538	10.2%
no	15773	2.0%

Most occurring characters

Value	Count	Frequency (%)
	806788	21.7%
e	487382	13.1%
n	303633	8.2%
r	303633	8.2%
o	218195	5.9%
i	202422	5.4%
u	202422	5.4%
d	202422	5.4%
s	183749	4.9%
N	116984	3.1%
Other values (7)	689804	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2609913	70.2%
Space Separator	806788	21.7%
Uppercase Letter	199522	5.4%
Decimal Number	101211	2.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	487382	18.7%
n	303633	11.6%
r	303633	11.6%
o	218195	8.4%
i	202422	7.8%
u	202422	7.8%
d	202422	7.8%
s	183749	7.0%
t	101211	3.9%
v	101211	3.9%
Other values (3)	303633	11.6%

Uppercase Letter

Value	Count	Frequency (%)
N	116984	58.6%
Y	82538	41.4%

Space Separator

Value	Count	Frequency (%)
	806788	100.0%

Decimal Number

Value	Count	Frequency (%)
1	101211	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2809435	75.6%
Common	907999	24.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	487382	17.3%
n	303633	10.8%
r	303633	10.8%
o	218195	7.8%
i	202422	7.2%
u	202422	7.2%
d	202422	7.2%
s	183749	6.5%
N	116984	4.2%
t	101211	3.6%
Other values (5)	487382	17.3%

Common

Value	Count	Frequency (%)
	806788	88.9%
1	101211	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3717434	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	806788	21.7%
e	487382	13.1%
n	303633	8.2%
r	303633	8.2%
o	218195	5.9%
i	202422	5.4%
u	202422	5.4%
d	202422	5.4%
s	183749	4.9%
N	116984	3.1%
Other values (7)	689804	18.6%

sunbelt
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99695
Not in universe	84054
No	9987
Yes	5786

Length

Max length	16
Median length	4
Mean length	8.0059292
Min length	2

Characters and Unicode

Total characters	1597359
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	?
3rd row	Not in universe
4th row	Not in universe
5th row	?

Common Values

Value	Count	Frequency (%)
?	99695	50.0%
Not in universe	84054	42.1%
No	9987	5.0%
Yes	5786	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	99695	27.1%
not	84054	22.9%
in	84054	22.9%
universe	84054	22.9%
no	9987	2.7%
yes	5786	1.6%

Most occurring characters

Value	Count	Frequency (%)
	367630	23.0%
e	173894	10.9%
i	168108	10.5%
n	168108	10.5%
?	99695	6.2%
N	94041	5.9%
o	94041	5.9%
s	89840	5.6%
t	84054	5.3%
u	84054	5.3%
Other values (3)	173894	10.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1030207	64.5%
Space Separator	367630	23.0%
Uppercase Letter	99827	6.2%
Other Punctuation	99695	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	173894	16.9%
i	168108	16.3%
n	168108	16.3%
o	94041	9.1%
s	89840	8.7%
t	84054	8.2%
u	84054	8.2%
v	84054	8.2%
r	84054	8.2%

Uppercase Letter

Value	Count	Frequency (%)
N	94041	94.2%
Y	5786	5.8%

Space Separator

Value	Count	Frequency (%)
	367630	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99695	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1130034	70.7%
Common	467325	29.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	173894	15.4%
i	168108	14.9%
n	168108	14.9%
N	94041	8.3%
o	94041	8.3%
s	89840	8.0%
t	84054	7.4%
u	84054	7.4%
v	84054	7.4%
r	84054	7.4%

Common

Value	Count	Frequency (%)
	367630	78.7%
?	99695	21.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1597359	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	367630	23.0%
e	173894	10.9%
i	168108	10.5%
n	168108	10.5%
?	99695	6.2%
N	94041	5.9%
o	94041	5.9%
s	89840	5.6%
t	84054	5.3%
u	84054	5.3%
Other values (3)	173894	10.9%

person_worked
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9561903

Minimum	0
Maximum	6
Zeros	95982
Zeros (%)	48.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.3651274
Coefficient of variation (CV)	1.2090477
Kurtosis	-1.0822581
Mean	1.9561903
Median Absolute Deviation (MAD)	1
Skewness	0.75155306
Sum	390303
Variance	5.5938275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	95982	48.1%
6	36511	18.3%
1	23109	11.6%
4	14379	7.2%
3	13425	6.7%
2	10081	5.1%
5	6035	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95982	48.1%
1	23109	11.6%
2	10081	5.1%
3	13425	6.7%
4	14379	7.2%
5	6035	3.0%
6	36511	18.3%

Value	Count	Frequency (%)
6	36511	18.3%
5	6035	3.0%
4	14379	7.2%
3	13425	6.7%
2	10081	5.1%
1	23109	11.6%
0	95982	48.1%

under18
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	144231
Both parents present	38983
Mother only present	12772
Father only present	1883
Neither parent present	1653

Length

Max length	23
Median length	16
Mean length	17.328706
Min length	16

Characters and Unicode

Total characters	3457458
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Both parents present
4th row	Both parents present
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	144231	72.3%
Both parents present	38983	19.5%
Mother only present	12772	6.4%
Father only present	1883	0.9%
Neither parent present	1653	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	144231	24.1%
in	144231	24.1%
universe	144231	24.1%
present	55291	9.2%
both	38983	6.5%
parents	38983	6.5%
only	14655	2.4%
mother	12772	2.1%
father	1883	0.3%
neither	1653	0.3%

Most occurring characters

Value	Count	Frequency (%)
	598566	17.3%
e	457641	13.2%
n	399044	11.5%
t	295449	8.5%
i	290115	8.4%
r	256466	7.4%
s	238505	6.9%
o	210641	6.1%
N	145884	4.2%
u	144231	4.2%
Other values (9)	420916	12.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2659370	76.9%
Space Separator	598566	17.3%
Uppercase Letter	199522	5.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	457641	17.2%
n	399044	15.0%
t	295449	11.1%
i	290115	10.9%
r	256466	9.6%
s	238505	9.0%
o	210641	7.9%
u	144231	5.4%
v	144231	5.4%
p	95927	3.6%
Other values (4)	127120	4.8%

Uppercase Letter

Value	Count	Frequency (%)
N	145884	73.1%
B	38983	19.5%
M	12772	6.4%
F	1883	0.9%

Space Separator

Value	Count	Frequency (%)
	598566	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2858892	82.7%
Common	598566	17.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	457641	16.0%
n	399044	14.0%
t	295449	10.3%
i	290115	10.1%
r	256466	9.0%
s	238505	8.3%
o	210641	7.4%
N	145884	5.1%
u	144231	5.0%
v	144231	5.0%
Other values (8)	276685	9.7%

Common

Value	Count	Frequency (%)
	598566	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3457458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	598566	17.3%
e	457641	13.2%
n	399044	11.5%
t	295449	8.5%
i	290115	8.4%
r	256466	7.4%
s	238505	6.9%
o	210641	6.1%
N	145884	4.2%
u	144231	4.2%
Other values (9)	420916	12.2%

citizen
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Native- Born in the United States	176991
Foreign born- Not a citizen of U S	13401
Foreign born- U S citizen by naturalization	5855
Native- Born abroad of American Parent(s)	1756
Native- Born in Puerto Rico or U S Outlying	1519

Length

Max length	44
Median length	34
Mean length	34.574323
Min length	34

Characters and Unicode

Total characters	6898338
Distinct characters	33
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Native- Born in the United States
2nd row	Foreign born- Not a citizen of U S
3rd row	Native- Born in the United States
4th row	Native- Born in the United States
5th row	Native- Born in the United States

Common Values

Value	Count	Frequency (%)
Native- Born in the United States	176991	88.7%
Foreign born- Not a citizen of U S	13401	6.7%
Foreign born- U S citizen by naturalization	5855	2.9%
Native- Born abroad of American Parent(s)	1756	0.9%
Native- Born in Puerto Rico or U S Outlying	1519	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
born	199522	16.2%
native	180266	14.6%
in	178510	14.5%
the	176991	14.3%
united	176991	14.3%
states	176991	14.3%
s	20775	1.7%
u	20775	1.7%
citizen	19256	1.6%
foreign	19256	1.6%
Other values (12)	65013	5.3%

Most occurring characters

Value	Count	Frequency (%)
	1247747	18.1%
t	937391	13.6%
e	754782	10.9%
n	610276	8.8%
i	610039	8.8%
a	395247	5.7%
o	259504	3.8%
r	232939	3.4%
-	199522	2.9%
S	197766	2.9%
Other values (23)	1453125	21.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4650767	67.4%
Space Separator	1247747	18.1%
Uppercase Letter	796790	11.6%
Dash Punctuation	199522	2.9%
Open Punctuation	1756	< 0.1%
Close Punctuation	1756	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	937391	20.2%
e	754782	16.2%
n	610276	13.1%
i	610039	13.1%
a	395247	8.5%
o	259504	5.6%
r	232939	5.0%
v	180266	3.9%
s	178747	3.8%
d	178747	3.8%
Other values (10)	312829	6.7%

Uppercase Letter

Value	Count	Frequency (%)
S	197766	24.8%
U	197766	24.8%
N	193667	24.3%
B	180266	22.6%
F	19256	2.4%
P	3275	0.4%
A	1756	0.2%
R	1519	0.2%
O	1519	0.2%

Space Separator

Value	Count	Frequency (%)
	1247747	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	199522	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1756	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1756	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5447557	79.0%
Common	1450781	21.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	937391	17.2%
e	754782	13.9%
n	610276	11.2%
i	610039	11.2%
a	395247	7.3%
o	259504	4.8%
r	232939	4.3%
S	197766	3.6%
U	197766	3.6%
N	193667	3.6%
Other values (19)	1058180	19.4%

Common

Value	Count	Frequency (%)
	1247747	86.0%
-	199522	13.8%
(	1756	0.1%
)	1756	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6898338	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1247747	18.1%
t	937391	13.6%
e	754782	10.9%
n	610276	8.8%
i	610039	8.8%
a	395247	5.7%
o	259504	3.8%
r	232939	3.4%
-	199522	2.9%
S	197766	2.9%
Other values (23)	1453125	21.1%

person_income
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0	180671
2	16153
1	2698

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	199522
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	2

Common Values

Value	Count	Frequency (%)
0	180671	90.6%
2	16153	8.1%
1	2698	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	180671	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring characters

Value	Count	Frequency (%)
0	180671	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	199522	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	180671	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	199522	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	180671	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199522	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	180671	90.6%
2	16153	8.1%
1	2698	1.4%

own_bus
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	197538
No	1593
Yes	391

Length

Max length	16
Median length	16
Mean length	15.872691
Min length	3

Characters and Unicode

Total characters	3166951
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	197538	99.0%
No	1593	0.8%
Yes	391	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	197538	33.2%
in	197538	33.2%
universe	197538	33.2%
no	1593	0.3%
yes	391	0.1%

Most occurring characters

Value	Count	Frequency (%)
	594598	18.8%
e	395467	12.5%
i	395076	12.5%
n	395076	12.5%
N	199131	6.3%
o	199131	6.3%
s	197929	6.2%
t	197538	6.2%
u	197538	6.2%
v	197538	6.2%
Other values (2)	197929	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2372831	74.9%
Space Separator	594598	18.8%
Uppercase Letter	199522	6.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	395467	16.7%
i	395076	16.6%
n	395076	16.6%
o	199131	8.4%
s	197929	8.3%
t	197538	8.3%
u	197538	8.3%
v	197538	8.3%
r	197538	8.3%

Uppercase Letter

Value	Count	Frequency (%)
N	199131	99.8%
Y	391	0.2%

Space Separator

Value	Count	Frequency (%)
	594598	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2572353	81.2%
Common	594598	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	395467	15.4%
i	395076	15.4%
n	395076	15.4%
N	199131	7.7%
o	199131	7.7%
s	197929	7.7%
t	197538	7.7%
u	197538	7.7%
v	197538	7.7%
r	197538	7.7%

Common

Value	Count	Frequency (%)
	594598	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3166951	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	594598	18.8%
e	395467	12.5%
i	395076	12.5%
n	395076	12.5%
N	199131	6.3%
o	199131	6.3%
s	197929	6.2%
t	197538	6.2%
u	197538	6.2%
v	197538	6.2%
Other values (2)	197929	6.2%

week_workd
Real number (ℝ)

ZEROS

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.175013

Minimum	0
Maximum	52
Zeros	95982
Zeros (%)	48.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	52
95-th percentile	52
Maximum	52
Range	52
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	24.411494
Coefficient of variation (CV)	1.0533541
Kurtosis	-1.8638093
Mean	23.175013
Median Absolute Deviation (MAD)	8
Skewness	0.21016025
Sum	4623925
Variance	595.92105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95982	48.1%
52	70314	35.2%
40	2790	1.4%
50	2304	1.2%
26	2268	1.1%
48	1806	0.9%
12	1780	0.9%
30	1378	0.7%
20	1330	0.7%
8	1126	0.6%
Other values (43)	18444	9.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95982	48.1%
1	464	0.2%
2	458	0.2%
3	417	0.2%
4	757	0.4%
5	309	0.2%
6	646	0.3%
7	152	0.1%
8	1126	0.6%
9	239	0.1%

Value	Count	Frequency (%)
52	70314	35.2%
51	819	0.4%
50	2304	1.2%
49	509	0.3%
48	1806	0.9%
47	278	0.1%
46	708	0.4%
45	669	0.3%
44	845	0.4%
43	374	0.2%

income
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0	187140
1	12382

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	199522
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	187140	93.8%
1	12382	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	187140	93.8%
1	12382	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	187140	93.8%
1	12382	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	199522	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	187140	93.8%
1	12382	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	199522	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	187140	93.8%
1	12382	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199522	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	187140	93.8%
1	12382	6.2%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	age	class_of_worker	industry_code	occupation_code	education	wage_per_hour	edu_inst	marital	mace	hispanic	sex	labor_union	reason_unemployment	employment_type	gains	liability	state_residence	household_summary	instance_weight	migration_msa	migration_reg	migration_within	live_one_year	sunbelt	person_worked	under18	citizen	person_income	own_bus	week_workd
0	58	Self-employed-not incorporated	4	34	Some college but no degree	0	Not in universe	Divorced	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Head of household	Arkansas	Householder	1053.55	MSA to MSA	Same county	Same county	No	Yes	1	Not in universe	Native- Born in the United States	0	Not in universe	52
1	18	Not in universe	0	0	10th grade	0	High school	Never married	Asian or Pacific Islander	All other	Female	Not in universe	Not in universe	Not in labor force	0	Nonfiler	Not in universe	Child 18 or older	991.95	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Foreign born- Not a citizen of U S	0	Not in universe	0
2	9	Not in universe	0	0	Children	0	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Child under 18 never married	1758.14	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	Native- Born in the United States	0	Not in universe	0
3	10	Not in universe	0	0	Children	0	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Child under 18 never married	1069.16	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	Native- Born in the United States	0	Not in universe	0
4	48	Private	40	10	Some college but no degree	1200	Not in universe	Married-civilian spouse present	Amer Indian Aleut or Eskimo	All other	Female	No	Not in universe	Full-time schedules	0	Joint both under 65	Not in universe	Spouse of householder	162.61	?	?	?	Not in universe under 1 year old	?	1	Not in universe	Native- Born in the United States	2	Not in universe	52
5	42	Private	34	3	Bachelors degree(BA AB BS)	0	Not in universe	Married-civilian spouse present	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	5178	Joint both under 65	Not in universe	Householder	1535.86	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	Native- Born in the United States	0	Not in universe	52
6	28	Private	4	40	High school graduate	0	Not in universe	Never married	White	All other	Female	Not in universe	Job loser - on layoff	Unemployed full-time	0	Single	Not in universe	Nonrelative of householder	898.83	?	?	?	Not in universe under 1 year old	?	4	Not in universe	Native- Born in the United States	0	Not in universe	30
7	47	Local government	43	26	Some college but no degree	876	Not in universe	Married-civilian spouse present	White	All other	Female	No	Not in universe	Full-time schedules	0	Joint both under 65	Not in universe	Spouse of householder	1661.53	?	?	?	Not in universe under 1 year old	?	5	Not in universe	Native- Born in the United States	0	Not in universe	52
8	34	Private	4	37	Some college but no degree	0	Not in universe	Married-civilian spouse present	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Joint both under 65	Not in universe	Householder	1146.79	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	Native- Born in the United States	0	Not in universe	52
9	8	Not in universe	0	0	Children	0	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Child under 18 never married	2466.24	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	Native- Born in the United States	0	Not in universe	0

	age	class_of_worker	industry_code	occupation_code	education	edu_inst	marital	mace	hispanic	sex	labor_union	reason_unemployment	employment_type	gains	divdends	liability	state_residence	household_summary	instance_weight	migration_msa	migration_reg	migration_within	live_one_year	sunbelt	person_worked	under18	citizen	person_income	own_bus	week_workd
199512	57	Private	9	37	9th grade	Not in universe	Divorced	White	Central or South American	Female	Not in universe	Not in universe	Full-time schedules	0	0	Single	Not in universe	Householder	743.66	?	?	?	Not in universe under 1 year old	?	4	Not in universe	Foreign born- Not a citizen of U S	0	Not in universe	52
199513	51	Private	33	19	10th grade	Not in universe	Widowed	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	North Dakota	Householder	1302.34	NonMSA to nonMSA	Same county	Same county	No	Yes	6	Not in universe	Native- Born in the United States	0	Not in universe	52
199514	87	Not in universe	0	0	High school graduate	Not in universe	Widowed	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Single	Not in universe	Householder	3255.80	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Native- Born in the United States	0	Not in universe	0
199515	3	Not in universe	0	0	Children	Not in universe	Never married	Black	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	Utah	Nonrelative of householder	2733.75	MSA to MSA	Same county	Same county	No	Yes	0	Mother only present	Native- Born in the United States	0	Not in universe	0
199516	39	Private	43	26	Bachelors degree(BA AB BS)	Not in universe	Never married	Other	Mexican-American	Male	No	Not in universe	Full-time schedules	6849	0	Single	Not in universe	Householder	908.14	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Foreign born- Not a citizen of U S	2	Not in universe	52
199517	87	Not in universe	0	0	7th and 8th grade	Not in universe	Married-civilian spouse present	White	All other	Male	Not in universe	Not in universe	Not in labor force	0	0	Joint both 65+	Not in universe	Householder	955.27	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Native- Born in the United States	0	Not in universe	0
199518	65	Self-employed-incorporated	37	2	11th grade	Not in universe	Married-civilian spouse present	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	6418	9	Joint one under 65 & one 65+	Not in universe	Householder	687.19	Nonmover	Nonmover	Nonmover	Yes	Not in universe	1	Not in universe	Native- Born in the United States	0	Not in universe	52
199519	47	Not in universe	0	0	Some college but no degree	Not in universe	Married-civilian spouse present	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	157	Joint both under 65	Not in universe	Householder	1923.03	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Foreign born- U S citizen by naturalization	0	Not in universe	52
199520	16	Not in universe	0	0	10th grade	High school	Never married	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Nonfiler	Not in universe	Child under 18 never married	4664.87	?	?	?	Not in universe under 1 year old	?	0	Both parents present	Native- Born in the United States	0	Not in universe	0
199521	32	Private	42	30	High school graduate	Not in universe	Never married	Black	All other	Female	No	Not in universe	Children or Armed Forces	0	0	Single	Not in universe	Householder	1830.11	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	Foreign born- Not a citizen of U S	0	Not in universe	52

Most frequently occurring

	age	class_of_worker	education	edu_inst	marital	mace	hispanic	sex	labor_union	reason_unemployment	employment_type	liability	state_residence	household_summary	instance_weight	migration_msa	migration_reg	migration_within	live_one_year	sunbelt	under18	citizen	own_bus	# duplicates
118	0	Not in universe	Children	Not in universe	Never married	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1363.88	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	6
120	0	Not in universe	Children	Not in universe	Never married	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1366.71	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	6
654	3	Not in universe	Children	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	2125.99	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	6
2038	10	Not in universe	Children	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1185.19	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	6
2243	11	Not in universe	Children	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1131.62	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	Native- Born in the United States	Not in universe	6
2708	13	Not in universe	Children	Not in universe	Never married	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	981.79	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	Native- Born in the United States	Not in universe	6
2710	13	Not in universe	Children	Not in universe	Never married	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1013.75	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	Native- Born in the United States	Not in universe	6
304	1	Not in universe	Children	Not in universe	Never married	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1175.86	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	5
408	2	Not in universe	Children	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	933.97	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	5
427	2	Not in universe	Children	Not in universe	Never married	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Child under 18 never married	1182.42	?	?	?	Not in universe under 1 year old	?	Both parents present	Native- Born in the United States	Not in universe	5

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter